{"id":"W4206076177","doi":"10.1097/acm.0000000000000918","title":"Stereotype Detox","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Facilitator; Psychology; Notice; Popularity; Alcoholics Anonymous; Skepticism; Addiction; Denial; Psychoanalysis; Media studies; Social psychology; Sociology; Psychiatry; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981286,0.0007642516,0.0004461922,0.001676764,0.005873892,0.003685697,0.0009860529,0.002190564,0.1093948],"category_scores_gemma":[0.005329654,0.0002494807,0.0005394259,0.001750881,0.003509475,0.004148879,0.003793297,0.002873423,0.03739606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302107,"about_ca_system_score_gemma":0.001774099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01870204,"about_ca_topic_score_gemma":0.01629854,"domain_scores_codex":[0.9965634,0.001111105,0.0001781761,0.0004568396,0.0009836308,0.0007068029],"domain_scores_gemma":[0.9974826,0.0003727824,0.0004898775,0.0003944442,0.000938653,0.0003216641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001593458,0.00008495274,0.007052831,0.0002327742,0.00001151799,0.00107566,0.1011283,0.00005195469,0.0008492508,0.3266963,0.5036295,0.05902762],"study_design_scores_gemma":[0.00001339868,0.00001547849,0.002580652,0.0001404289,0.00000385735,0.0009579014,0.02987677,0.00005482811,0.000132133,0.009255907,0.9569483,0.00002026925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02503598,0.0008314273,0.002476485,0.01621741,0.002336642,0.0001702963,0.001592333,0.000194036,0.9511454],"genre_scores_gemma":[0.3419009,0.001249993,0.001903528,0.03122617,0.001242225,0.0005105366,0.002444628,0.0003698397,0.6191522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1093948,"threshold_uncertainty_score":0.365962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053161418119037,"score_gpt":0.3472895263113326,"score_spread":0.1419733844994289,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}